QRNG Generator

Purpose

Provides expert guidance on generating true random numbers using quantum processes for cryptographic and security applications.

Capabilities

• Hadamard-based randomness generation
• Randomness extraction and post-processing
• NIST SP 800-90B compliance testing
• Entropy rate estimation
• Min-entropy analysis
• Integration with cryptographic APIs
• Bias correction
• Real-time QRNG streaming

Usage Guidelines

1. Circuit Design: Build quantum circuits for randomness generation
2. Execution: Run on quantum hardware for true randomness
3. Testing: Verify randomness quality with statistical tests
4. Post-Processing: Apply extractors to remove bias
5. Integration: Connect QRNG output to cryptographic systems

Tools/Libraries

• Qiskit
• NIST Statistical Test Suite
• dieharder
• TestU01
• PractRand